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The Changelog: Software Development, Open Source
Programming with LLMs (Interview)
Feb 19, 2025
In this engaging discussion, David Crawshaw, co-founder of Tailscale and a pioneer in product innovation, shares his journey using large language models (LLMs) in programming. He emphasizes how LLMs have enhanced his productivity and user experience. Highlights include the complexities of integrating LLMs with Tailscale and the evolving role of AI in software development. David candidly reflects on his initial skepticism and the transformative impact of tools like GitHub Copilot, advocating for a balance between innovation and practical implementation.
01:31:22
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Quick takeaways
- David Crawshaw's year-long exploration of LLMs has demonstrated their ability to significantly enhance productivity in programming workflows.
- Companies like Brex are leveraging internal tools, such as those built with Retool, to streamline operations and increase responsiveness to customer needs.
Deep dives
The Rise of LLMs in Programming
The integration of large language models (LLMs) in programming has significantly impacted the workflow of software developers. Many developers, including the guests featured, have begun to actively explore how these models can enhance productivity, leading to a consensus that their utility outweighs the initial learning curve. For instance, one guest shared their journey of using LLMs over a year, highlighting the compelling productivity gains achieved when integrating tools like GitHub Copilot into their coding practices. This paradigm shift is fostering a more optimistic view of LLMs as essential components of modern software development.
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